Yun Lin

Test suites can dramatically enhance issue localization accuracy, bridging the gap between abstract descriptions and concrete code.

Reference patches, typically discarded in software-engineering agent training, can be distilled into latent process graphs to guide trajectory curation, leading to more effective and efficient learning.

Stop writing incomplete tests: TestGeneralizer can automatically expand your existing tests to cover 31% more scenarios and catch more bugs.